How to Build a Crystal Image Search App with Vector Search

A demonstration of how to build an application to store and query data on crystals and precious stones using Astra DB. Built with RAGStack, this web app leverages the CLIP model to provide multi-modal search to retrieve data on all kinds of crystals.

https://www.datastax.com/blog/building-a-generative-ai-crystal-image-search-app-with-vector-search

TagStudio

A file and photo management application and system.

https://github.com/TagStudioDev/TagStudio

torchtitan

A native PyTorch Library for large model training.

https://github.com/pytorch/torchtitan

A Beginner’s Guide to Vector Embeddings

In this article, we’ll examine vector embeddings in depth, including the types of vector embeddings, how neural networks create them, how vector embeddings work, and how you can create embeddings for your data.

https://www.timescale.com/blog/a-beginners-guide-to-vector-embeddings/

LMDeploy

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

https://github.com/InternLM/lmdeploy

Django: An admin extension to prevent state leaking between requests

Here’s a small protection I added to a project a few years ago. I was considering it again since I saw a similar potential bug in a Django middleware.

https://adamj.eu/tech/2024/04/29/django-admin-prevent-leaking-requests/

tach

A Python tool to enforce a modular, decoupled package architecture.

https://github.com/Never-Over/tach

TMElyralab / MuseV

MuseV: Infinite-length and High Fidelity Virtual Human Video Generation with Visual Conditioned Parallel Denoising

https://github.com/TMElyralab/MuseV

tkforge

Drag & drop in Figma to create a Python GUI with ease.

https://github.com/Axorax/tkforge

Cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

https://github.com/truefoundry/cognita

Poor mans autoreload server in single file python on linux

The article describes a simple Python server that provides automatic browser page reload on content change, without requiring any additional setup or configuration. The server acts as a regular file server but also serves WebSocket messages over a specified path to trigger the page reload.

https://hereket.com/posts/linux_live_reload_python_server/

Stream your voice clone

We'll turn your voice into an infinitely-scalable instrument with Django.

https://www.photondesigner.com/articles/voice-api

AsyncIO and the Event Loop Explained

Over the years, I’ve produced several videos about AsyncIO. Today, however, I’m adopting a new approach where I explain the event loop in depth. I’ll delve deeper into asynchronous programming, focusing specifically on how the event loop operates behind the scenes.

https://www.youtube.com/watch?v=RIVcqT2OGPA

ollama / ollama-python

Ollama Python library

https://github.com/ollama/ollama-python

gpt-home

ChatGPT at home! Basically a better Google Nest Hub or Amazon Alexa home assistant. Built on the Raspberry Pi using the OpenAI API.

https://github.com/judahpaul16/gpt-home